Frontiers in Big Data | Medicine and Public Health

Original Research

Published on 26 Jun 2024

MedT5SQL: a transformers-based large language model for text-to-SQL conversion in the healthcare domain

in Medicine and Public Health

Alaa Marshan
Anwar Nais Almutairi
Athina Ioannou
David Bell
Asmat Monaghan
Mahir Arzoky

Frontiers in Big Data

doi 10.3389/fdata.2024.1371680

3,682 views
5 citations

Original Research

Published on 17 Jun 2024

Toward the design of persuasive systems for a healthy workplace: a real-time posture detection

in Medicine and Public Health

Grace Ataguba
Rita Orji

Frontiers in Big Data

doi 10.3389/fdata.2024.1359906

1,791 views

Mini Review

Published on 20 May 2024

Big data and its impact on the 3Rs: a home cage monitoring oriented review

in Medicine and Public Health

Sara Fuochi
Mara Rigamonti
Eoin C. O'Connor
Paolo De Girolamo
Livia D'Angelo

Frontiers in Big Data

doi 10.3389/fdata.2024.1390467

1,749 views
2 citations

Original Research

Published on 16 May 2024

Development and application of a machine learning-based predictive model for obstructive sleep apnea screening

in Medicine and Public Health

Kang Liu
Shi Geng
Ping Shen
Lei Zhao
Peng Zhou
Wen Liu

Frontiers in Big Data

doi 10.3389/fdata.2024.1353469

3,470 views
1 citation

Original Research

Published on 02 May 2024

Toward explainable AI in radiology: Ensemble-CAM for effective thoracic disease localization in chest X-ray images using weak supervised learning

in Medicine and Public Health

Muhammad Aasem
Muhammad Javed Iqbal

Frontiers in Big Data

doi 10.3389/fdata.2024.1366415

1,785 views
1 citation

Original Research

Published on 25 Mar 2024

Exploring dermoscopic structures for melanoma lesions' classification

in Medicine and Public Health

Fiza Saeed Malik
Muhammad Haroon Yousaf
Hassan Ahmed Sial
Serestina Viriri

Frontiers in Big Data

doi 10.3389/fdata.2024.1366312

4,011 views
1 citation

Original Research

Published on 18 Mar 2024

The impact of comorbidities and economic inequality on COVID-19 mortality in Mexico: a machine learning approach

in Medicine and Public Health

Jorge Méndez-Astudillo

Frontiers in Big Data

doi 10.3389/fdata.2024.1298029

2,353 views

Original Research

Published on 29 Feb 2024

Predicting risk of preterm birth in singleton pregnancies using machine learning algorithms

in Medicine and Public Health

Qiu-Yan Yu
Ying Lin
Yu-Run Zhou
Xin-Jun Yang
Joris Hemelaar

Frontiers in Big Data

doi 10.3389/fdata.2024.1291196

2,751 views
4 citations

Original Research

Published on 29 Feb 2024

Efficacy of federated learning on genomic data: a study on the UK Biobank and the 1000 Genomes Project

in Medicine and Public Health

Dmitry Kolobkov
Satyarth Mishra Sharma
Aleksandr Medvedev
Mikhail Lebedev
Egor Kosaretskiy
Ruslan Vakhitov

Frontiers in Big Data

doi 10.3389/fdata.2024.1266031

3,244 views
7 citations

Editorial

Published on 21 Feb 2024

Editorial: Internet of Medical Things and computational intelligence in healthcare 4.0

in Medicine and Public Health

Sujata Dash
Subhendu Kumar Pani
Wellington Pinheiro dos Santos

Frontiers in Big Data

doi 10.3389/fdata.2024.1368581

996 views

Original Research

Published on 10 Jan 2024

Trends of the COVID-19 dynamics in 2022 and 2023 vs. the population age, testing and vaccination levels

in Medicine and Public Health

Igor Nesteruk

Frontiers in Big Data

doi 10.3389/fdata.2023.1355080

1,802 views
4 citations

Correction

Published on 20 Dec 2023

Corrigendum: Non-invasive detection of anemia using lip mucosa images transfer learning convolutional neural networks

in Medicine and Public Health

Shekhar Mahmud
Mohammed Mansour
Turker Berk Donmez
Mustafa Kutlu
Chris Freeman

Frontiers in Big Data

doi 10.3389/fdata.2023.1338363

1,079 views
2 citations

Correction

Published on 11 Dec 2023

Corrigendum: Anemia detection through non-invasive analysis of lip mucosa images

in Medicine and Public Health

Shekhar Mahmud
Turker Berk Donmez
Mohammed Mansour
Mustafa Kutlu
Chris Freeman

Frontiers in Big Data

doi 10.3389/fdata.2023.1335213

1,099 views

Original Research

Published on 03 Nov 2023

Non-invasive detection of anemia using lip mucosa images transfer learning convolutional neural networks

in Medicine and Public Health

Shekhar Mahmud
Mohammed Mansour
Turker Berk Donmez
Mustafa Kutlu
Chris Freeman

Frontiers in Big Data

doi 10.3389/fdata.2023.1291329

3,147 views
3 citations

Original Research

Published on 23 Oct 2023

Experimental study and clustering of operating staff of search systems in the sense of stress resistance

in Medicine and Public Health

Nataliya Shakhovska
Roman Kaminskyi
Bohdan Khudoba

Frontiers in Big Data

doi 10.3389/fdata.2023.1239017

951 views

Original Research

Published on 19 Oct 2023

Anemia detection through non-invasive analysis of lip mucosa images

in Medicine and Public Health

Shekhar Mahmud
Turker Berk Donmez
Mohammed Mansour
Mustafa Kutlu
Chris Freeman

Frontiers in Big Data

doi 10.3389/fdata.2023.1241899

4,696 views
4 citations